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Hierarchical Active Learning with Group Proportion Feedback
Learning of classification models in practice often relies on nontrivial human annotation effort in which humans assign class labels to data instances. As this process can be very time consuming and costly, finding effective ways to reduce the annotation cost becomes critical for building such model...
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| Pubblicato in: | IJCAI (U S) |
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| Autori principali: | , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
2018
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6258042/ https://ncbi.nlm.nih.gov/pubmed/30498326 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.24963/ijcai.2018/351 |
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